{"id":"W4414888274","doi":"10.1021/acs.nanolett.5c04449","title":"Multifunctional PTCA/GO for a Glucose-Driven Electrochemiluminescence Biosensor","year":2025,"lang":"en","type":"article","venue":"Nano Letters","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"Natural Science Foundation of Hunan Province; National Natural Science Foundation of China","keywords":"Electrochemiluminescence; Radical; Hydrogen peroxide; Biosensor; Reactive oxygen species; Oxygen; Superoxide; Glucose oxidase","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001214689,0.0006131402,0.0002642641,0.0004752183,0.000189313,0.0002791015,0.0006534779,0.0008764577,0.0009008551],"category_scores_gemma":[0.0001589537,0.0002603333,0.0002946974,0.000334928,0.0002541881,0.0003593008,0.000287795,0.000638581,0.0004840218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004535561,"about_ca_system_score_gemma":0.0002329907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107598,"about_ca_topic_score_gemma":0.002576956,"domain_scores_codex":[0.99986,0.00001235376,0.000008314634,0.00003330008,0.00005593375,0.00003002736],"domain_scores_gemma":[0.9999379,0.000008970049,0.00001108892,0.000005090967,0.00001902766,0.00001787063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001217269,0.000009870963,0.00001824022,0.00003581095,0.000002380988,0.00004621751,0.000004911172,0.00005723496,0.998585,0.0001109082,0.00008023671,0.001037045],"study_design_scores_gemma":[0.000007888354,0.00008664996,0.0003878812,0.000003859969,0.00001217927,0.0001178552,0.000009156498,0.003624383,0.9932508,0.00004996526,0.002436913,0.00001240551],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9304255,0.003942555,0.05538926,0.000907646,0.0004594793,0.0002164381,0.0007766854,0.001986297,0.005896173],"genre_scores_gemma":[0.9454228,0.00114399,0.04838997,0.000263168,0.00004200868,0.0001347803,0.0004364929,0.00005374838,0.004113008],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00107598,"threshold_uncertainty_score":0.003290832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006278771861108997,"score_gpt":0.2592510681195277,"score_spread":0.2529722962584187,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}